Stochastic model predictive control approaches applied to drinking water networks

Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most economic and safe ways. To cope with uncertainty in system disturbances du...

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Vydané v:Optimal control applications & methods Ročník 38; číslo 4; s. 541 - 558
Hlavní autori: Grosso, Juan M., Velarde, Pablo, Ocampo‐Martinez, Carlos, Maestre, José M., Puig, Vicenç
Médium: Journal Article Publikácia
Jazyk:English
Vydavateľské údaje: Glasgow Wiley Subscription Services, Inc 01.07.2017
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ISSN:0143-2087, 1099-1514
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Abstract Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most economic and safe ways. To cope with uncertainty in system disturbances due to the stochastic water demand/consumption and optimize operational costs, this paper proposes three stochastic model predictive control (MPC) approaches, namely, chance‐constrained MPC, tree‐based MPC, and multiple‐scenario MPC. A comparative assessment of these approaches is performed when they are applied to real case studies, specifically, a sector and an aggregate version of the Barcelona drinking water network in Spain. Copyright © 2016 John Wiley & Sons, Ltd.
AbstractList Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most economic and safe ways. To cope with uncertainty in system disturbances due to the stochastic water demand/consumption and optimize operational costs, this paper proposes three stochastic model predictive control (MPC) approaches, namely, chance-constrained MPC, tree-based MPC, and multiple-scenario MPC. A comparative assessment of these approaches is performed when they are applied to real case studies, specifically, a sector and an aggregate version of the Barcelona drinking water network in Spain. Copyright © 2016 John Wiley & Sons, Ltd.
Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most economic and safe ways. To cope with uncertainty in system disturbances due to the stochastic water demand/consumption and optimize operational costs, this paper proposes three stochastic model predictive control (MPC) approaches, namely, chance‐constrained MPC, tree‐based MPC, and multiple‐scenario MPC. A comparative assessment of these approaches is performed when they are applied to real case studies, specifically, a sector and an aggregate version of the Barcelona drinking water network in Spain. Copyright © 2016 John Wiley & Sons, Ltd.
Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most economic and safe ways. To cope with uncertainty in system disturbances due to the stochastic water demand/consumption and optimize operational costs, this paper proposes three stochastic model predictive control (MPC) approaches, namely, chance-constrained MPC, tree-based MPC, and multiple-scenario MPC. A comparative assessment of these approaches is performed when they are applied to real case studies, specifically, a sector and an aggregate version of the Barcelona drinking water network in Spain. Peer Reviewed
Author Maestre, José M.
Velarde, Pablo
Puig, Vicenç
Ocampo‐Martinez, Carlos
Grosso, Juan M.
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Contributor Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
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Copyright Copyright © 2016 John Wiley & Sons, Ltd.
Copyright © 2017 John Wiley & Sons, Ltd.
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Snippet Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose...
Summary Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose...
Control of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different...
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SubjectTerms Automàtica i control
Classificació INSPEC
Control theory
Demand (economics)
Drinking water
Informàtica
management of water systems
Mathematical models
model predictive control
Predictive control
Probability theory
Stochastic models
stochastic programming
system disturbances
Uncertainty
Water supply
Water supply systems
Àrees temàtiques de la UPC
Title Stochastic model predictive control approaches applied to drinking water networks
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https://www.proquest.com/docview/1916670421
https://recercat.cat/handle/2072/293692
Volume 38
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